Polygraf’s Post

Wow! mind-blowing LEGO sets are more than just toys; they are intricate systems that can be used to demonstrate basic to complex engineering concepts. By utilizing LEGO data, which includes structural patterns, colours, and assembly processes, AI models can learn spatial recognition, pattern identification, and problem-solving strategies in a controlled yet versatile environment. This form of data is not only visually rich and structured but also infinitely configurable, providing a perfect playground for developing and testing AI algorithms. 🤖🏗️ read more SidLabs.net ⬇️⬇️⬇️ Link to the article: https://lnkd.in/ers5uZD6 #artificialintellegence #childpsychologist #productdesign #lego Join the conversation #TalkToMissMp

🎉🤖🎨 Hey everyone! 🌟 I wanted to share something really cool with you all! Have you noticed how AI (Artificial Intelligence) is being used more and more in our daily lives? It's pretty incredible to see how much it's improving all the time! 🚀 🔍 Recently, I decided to explore AI a bit more by installing a powerful model called Stable Diffusion XL on my laptop. 💻 It was quite a task, but with the help of a tool called Fooocus, I managed to get it up and running! 🛠️ 💪 Stable Diffusion XL is a beast of a model! It's huge and needs a lot of computer power to work properly, specially the GPU. But despite the challenges, I decided to give it a try! 💡 📝 I gave it a prompt: "close-up, a woman with her earrings sticking out, in the style of vray, hallyu, delicate flora depictions, smilecore, simple, subtle chromatism, dansaekhwa, Canon EF 24-70mm f/2.8L, flat pink background." And you know what? The result was mind-blowing! 🖼️ 🎨 Using the base model called juggernautXL_v8Rundiffusion.safetensors, the image it generated was absolutely amazing!🤯 #AI #StableDiffusionXL #Fooocus #Innovation #Technology #ArtificialIntelligence 🌈

Adobe’s DMV3D Achieves SOTA Performance for High-Fidelity 3D Objects Generation Within Seconds A research team innovative single-stage category-agnostic diffusion model. This model can generate 3D Neural Radiance Fields (NeRFs) from either text or a single-image input condition through direct model inference, enabling the creation of diverse high-fidelity 3D objects in just 30s/asset. Latest from Synced Review https://lnkd.in/g3swFbe6

Adobe’s DMV3D Achieves SOTA Performance for High-Fidelity 3D Objects Generation Within Seconds A research team innovative single-stage category-agnostic diffusion model. This model can generate 3D Neural Radiance Fields (NeRFs) from either text or a single-image input condition through direct model inference, enabling the creation of diverse high-fidelity 3D objects in just 30s/asset. Latest from Synced Review https://lnkd.in/g7fkhnSn

📸 RelPose++, crafted by a collaborative team from Carnegie Mellon University, is reshaping the domain of 6D camera pose estimation from sparse views. By leveraging an advanced Transformer-based framework, it jointly processes per-image features to recover coherent sets of camera rotations and predict translations, even in challenging situations like objects with symmetrical shapes or texture-less surfaces. This innovation significantly improves the accuracy of 6D pose prediction, offering vast potential for downstream applications in 3D reconstruction and virtual reality. 🔗 Discover their Project Page: https://lnkd.in/eyugKfye 📚 Dive into their research: https://lnkd.in/eaFCx2ty 💻 Explore the code on GitHub: https://lnkd.in/em6FvQHd 📜 License: https://lnkd.in/eftiw4xv (MIT) Google Colab Demo: https://lnkd.in/eMj9k3Ag For more cutting-edge AI and computer vision insights ⤵ 👉 Follow Orbis Tabula #CameraPoseEstimation #ComputerVision #6DPose

"Exciting development in 3D human generation using MVHuman—incorporating multi-view sampling without the need for fine-tuning or distilling. This innovative approach showcases its superiority over existing methods. #AI #ML #ComputerVision #3DGeneration #MVHuman"

Stability AI has released Stable Video 3D, which generates a 3D image from a single 2D image. This release features two variants: SV3D_u and SV3D_p. SV3D_u generates orbital videos based on single image inputs without camera conditioning. SV3D_p extends the capability by accommodating both single images and orbital views, allowing for the creation of 3D video along specified camera paths. Link: https://lnkd.in/g5sgPsKW #llms #genai #generatieveai #capgemini #llm #opensourceai #capgeminiindia #ai #artificialintelligence #software #stablediffusion

📸 Unveiling the Tech Behind Portrait Mode with ML! 🚀 Ever marveled at your smartphone's portrait mode? Let's unravel the technical intricacies: Depth Estimation: ML models, powered by Convolutional Neural Networks (CNNs), meticulously calculate scene depth, ensuring precise focus. Segmentation: Semantic segmentation categorizes pixels, distinguishing the subject and background, laying the foundation for the perfect portrait effect. Bokeh Simulation: ML algorithms simulate the bokeh effect, replicating the lens blur of professional cameras for that artistic touch. Real-Time Processing: On-device ML processing guarantees a seamless, real-time experience, capturing and previewing stunning portraits with minimal latency. User Interaction: Some implementations allow post-capture adjustments, letting users fine-tune blur levels or focal points. 🔍 Leveraging diverse datasets and real-time adaptation, ML transforms every portrait into a masterpiece, overcoming challenges in various scenarios. Say cheese to the science of stunning photography! 📱📷 #PortraitMode #MachineLearning #TechInnovation #PhotographyMagic 🌟

☕☕ Decaf: 3D Face & Hand Interactions ☕☕ 👉The first learning-based MoCap to track human hands interacting with human faces in #3D from single monocular RGB videos. Project, Paper, Data & Code coming soon 👇 𝐇𝐢𝐠𝐡𝐥𝐢𝐠𝐡𝐭𝐬: ✅Max Planck Institute + VIA Research Center + Valeo.ai  ✅First learning-based MoCap for 3D hand/face interaction ✅Global fitting optimisation guided by estimated contacts ✅Novel hand-face dataset with realistic face deformations ✅Skull-skin distance: non-uniform stiffness est. for head #artificialintelligence #machinelearning #ml #AI #deeplearning #computervision #AIwithPapers #metaverse 💚 Love this post? Share it or contribute 💚

Luma’s mission is to make 3D creation accessible to all. We believe that neural rendering will be a significant piece of this puzzle. Sparked by NeRF and follow-up papers – including works from the now Luma research team members – neural rendering has become an incredibly productive field of research! To further accelerate the rate of advancement and help the research community grow and build, today we are excited to sponsor Nerfstudio along with the Berkeley AI Research Lab, led by Professor Angjoo Kanazawa. Nerfstudio is a collaboration-friendly project that has greatly benefited NeRF research by providing a well-built codebase to experiment with and try new ideas in, and we are proud to be a part of this effort. 3D creation is about to change, deeply. It’s time for new ideas, weird ideas, cool ideas. Open source and product-driven research are both crucial to realize this huge vision. Join us at Luma or contribute to Nerfstudio to help us build this future! https://lumalabs.ai/join https://docs.nerf.studio